PIDKL

This repository contains the implementation (Tensorflow and Pytorch) for Physics Informed Deep Kernel Learning.

If you find this useful, or if you use it in your work, please cite:

@misc{wang2022physics,
      title={Physics Informed Deep Kernel Learning}, 
      author={Zheng Wang and Wei Xing and Robert Kirby and Shandian Zhe},
      year={2022},
      eprint={2006.04976},
      archivePrefix={arXiv},
      primaryClass={stat.ML}
}

Requirements

Python >= 3.6.0
Tensorflow = 1.14
Pytorch >= 1.10.0
numpy >= 1.15.4